How We Review Tools

Where our data comes from

Each review and ranking draws on sources anyone can check:

• Hands-on use. We sign up, set the tool up and use it on real work, usually on a free plan or trial, to see how setup, everyday use and limits play out.
• The vendor's own materials. Pricing pages, plan comparisons, help docs, changelogs and integration directories.
• User reviews. Ratings and review text on platforms such as G2, Capterra and app marketplaces, to see where real users run into trouble.
• Vendor submissions. Details tool makers send us are treated as claims until we can confirm them in the product or its documentation.

Performance figures a vendor reports about its own product are attributed to the vendor, never stated as fact. If we can't verify a claim, it doesn't go on the page.

How we review a tool

1. Set it up. We note how long setup takes, what it needs (domains, tracking code, integrations) and how steep the learning curve is.
2. Use it on real work. We run the jobs the tool is bought for, such as a keyword report, an email campaign or a landing page, and compare the results with alternatives.
3. Check the plans. We map which features sit on which plan, what the free tier really allows, and where usage limits push you to upgrade.
4. Write it up honestly. Every review has a snapshot, pros and cons, who the tool is best for, and a bottom-line verdict. We publish the cons as prominently as the pros.
5. Editorial review. An editor checks plans, prices, free tiers and features against the vendor's own documentation before the review is published.

How our ratings work

Each reviewed tool gets an overall rating out of 5. The rating reflects how well the tool does the job it is sold for, how easy it is to adopt, and what it costs compared with the alternatives at the same level.

• Ratings are our own. They are not an average of third-party review scores.
• A tool is rated against others in its category, so a 4.5 for an email platform means it compares well with other email platforms.
• Tools that appear in a ranking before we have reviewed them in full are marked "Not yet reviewed" instead of getting a rating.

How we build a ranking

1. Define the pool. We start with the tools in our directory for that category and add well-known tools buyers are likely to compare, even if we haven't reviewed them yet.
2. Score each tool. Tools are compared on the criteria below, weighted for what matters most to the people the page is written for, such as small businesses, agencies or ecommerce stores.
3. Pick for distinct needs. Each pick has to win a clear category, such as best free plan, best for agencies or best value at scale, so the list covers different buyers rather than ten versions of the same tool.
4. Show the trade-offs. Every pick gets a "best for" label, pros and cons, and "choose it if" and "skip it if" notes so you can rule tools out quickly.

What we score

The exact criteria and weights change from ranking to ranking. A rank tracker is judged heavily on tracking accuracy, a cold email tool on deliverability. Each page shows its own criteria and weights in its "How we chose" section. These are the factors we draw from most often:

How we report pricing

Prices come from each vendor's public pricing page and are shown with the month we checked them. Comparison tables list the cheapest paid plan, billed monthly unless marked as annual. Where a vendor only quotes on request, we say so rather than guess. Software prices change often, so always confirm on the vendor's pricing page before you buy.

Links and disclosures

• Some links to tools are affiliate links, which help fund the site. Outbound tool links are marked rel="sponsored", as Google asks.
• Sponsored placements carry a visible "Sponsored" label and sit outside the ranked list.

Updates and corrections

Every tools ranking shows when it was last updated. We recheck plans, prices, free tiers and features as tools change, and update ratings when the product changes.

Spotted something out of date? Send us a correction with the page link and what changed. Tool makers that aren't listed yet can submit their tool.